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Comment by SequoiaHope

1 day ago

Didn’t the original world models paper do some training in latent space? (Edit: yes[1])

I think robots imagining the next step (in latent space) will be useful. It’s useful for people. A great way to validate that a robot is properly imagining the future is to make that latent space renderable in pixels.

[1] “By using features extracted from the world model as inputs to an agent, we can train a very compact and simple policy that can solve the required task. We can even train our agent entirely inside of its own hallucinated dream generated by its world model, and transfer this policy back into the actual environment.”

https://arxiv.org/abs/1803.10122